effect of progressive muscle relaxation technique for anxiety among menopause women
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This study aimed to o analyze the effect of muscle relaxation for anxiety among menopause women. This study is a systematic review and meta-analysis. The articles used in this study were obtained from three database, namely PubMed, Science Direct, and Google Scholar. The articles included are full-text article with a study design of randomized controlled trial from 2013 to 2022. Articles were analyzed using the Review Manager 5.3 application. A total of 9 articles from Asia (India, Taiwan & Turkey), Africa (Ethiopia), Europe (Spanyol), and North America (Canada). The data collected showed that anxiety in menopausal women who do PMRT will decrease by 0.37 units compared to menopausal women who do not do PMRT, and the results were statistically significant (SMD= -0.37; 95% CI= -0.63 to -0.12; p= 0.004).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it